Add a tutorial for the new Warm-start feature

[lebrice]

Adds an example of how to use the new warm-start feature.

Currently uses the Profet tasks, which require quite a bit of compute to run the first time (GPUS also help, but aren't required).

TODOS:

• [X] Use more lightweight, realistic tasks.
• [ ] Make it pretty.

Current results: